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Classification of lung adenocarcinoma transcriptome subtypes from pathological images using deep convolutional networks

PURPOSE: Convolutional neural networks have become rapidly popular for image recognition and image analysis because of its powerful potential. In this paper, we developed a method for classifying subtypes of lung adenocarcinoma from pathological images using neural network whose that can evaluate ph...

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Detalhes bibliográficos
Publicado no:Int J Comput Assist Radiol Surg
Main Authors: Antonio, Victor Andrew A., Ono, Naoaki, Saito, Akira, Sato, Tetsuo, Altaf-Ul-Amin, Md., Kanaya, Shigehiko
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6223755/
https://ncbi.nlm.nih.gov/pubmed/30159833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-018-1835-2
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